Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9178571 | 0.7436508 | 0.4479872 |
| bt | 0.9039683 | 0.7309524 | 0.3663164 |
| maxnet | 0.9075397 | 0.7452381 | NA |
| gam | 0.9031746 | 0.7452381 | 0.4184923 |
| glm | 0.8551587 | 0.6341270 | 0.2834460 |